Introduction to Vector Database¶

Vector Database Basics¶

What is a vector database?

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Traditional Database (Left side)

Works like a regular library with exact matching You ask: "Find me book #123" Only finds exact matches

Vector Database (Right side)

Works like a librarian who understands what books are about You ask: "Find me books similar to this one" Finds similar items based on meaning/content

Think of it this way:

If you like "Harry Potter", a traditional database can only find "Harry Potter" exactly A vector database can find other fantasy books about young wizards at magical schools

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